Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders

作者: Peter A. Freeborough , Roger P. Woods , Nick C. Fox

DOI: 10.1097/00004728-199611000-00030

关键词:

摘要: Purpose: To propose and assess methods that permit the accurate robust registration of serially acquired 3D MR scans to demonstrate their application in neurodegenerative disorders.Method: T1-weighted brain images were obtained on two or more occasions from 10 normal subjects 8 patients with disorders (scan intervals 3-21 months). Variants an automated procedure compared according goodness robustness match subjects. Consistency was measured using scan triplets. Change visualized by ''difference overlay images.''Results: A multiresolution method necessary for registration. Significant improvements registering control produced voxel size correction (p < 0.05), matching only voxels sine interpolation 0.05). Fast resampling 20 times faster than equivalent previous method. Subvoxel accuracy demonstrated. Difference showed little cerebral change subjects; Alzheimer disease patients, characteristic patterns atrophy observed even as short 3 months.Conclusion: This methodology permits subvoxel comparison routinely serial scans. It is a sensitive tracking rates neuroanatomical change.

参考文章(24)
H. Rusinek, Wai-Hon Tsui, M. E. Noz, M. J. De Leon, A. V. Levy, Principal Axes and Surface Fitting Methods for Three-Dimensional Image Registration The Journal of Nuclear Medicine. ,vol. 34, pp. 2019- 2024 ,(1993)
Marshal F. Folstein, Susan E. Folstein, Paul R. McHugh, “Mini-mental state” Journal of Psychiatric Research. ,vol. 12, pp. 189- 198 ,(1975) , 10.1016/0022-3956(75)90026-6
Yaorong Ge, J. Michael Fitzpatrick, John R. Votaw, Srikanth Gadamsetty, Robert J. Maciunas, Robert M. Kessler, Richard A. Margolin, Retrospective registration of PET and MR brain images: an algorithm and its stereotactic validation. Journal of Computer Assisted Tomography. ,vol. 18, pp. 800- 810 ,(1994) , 10.1097/00004728-199409000-00021
Joseph V. Hajnal, Nadeem Saeed, Angela Oatridge, Elaine J. Williams, Ian R. Young, Graeme M. Bydder, Detection of subtle brain changes using subvoxel registration and subtraction of serial MR images. Journal of Computer Assisted Tomography. ,vol. 19, pp. 677- 691 ,(1995) , 10.1097/00004728-199509000-00001
Sarah J. Nelson, Allen B. Nalbandian, Evelyn Proctor, Daniel B. Vigneron, Registration of images from sequential MR studies of the brain. Journal of Magnetic Resonance Imaging. ,vol. 4, pp. 877- 883 ,(1994) , 10.1002/JMRI.1880040621
Roger P. Woods, Simon R. Cherry, John C. Mazziotta, Rapid automated algorithm for aligning and reslicing PET images. Journal of Computer Assisted Tomography. ,vol. 16, pp. 620- 633 ,(1992) , 10.1097/00004728-199207000-00024
Karl Heinz Höhne, William A. Hanson, Interactive 3D segmentation of MRI and CT volumes using morphological operations. Journal of Computer Assisted Tomography. ,vol. 16, pp. 285- 294 ,(1992) , 10.1097/00004728-199203000-00019
Timothy G. Turkington, John M. Hoffman, Ronald J. Jaszczak, James R. MacFall, C. Craig Harris, Clinton D. Kilts, Charles A. Pelizzari, R. Edward Coleman, Accuracy of surface fit registration for PET and MR brain images using full and incomplete brain surfaces. Journal of Computer Assisted Tomography. ,vol. 19, pp. 117- 124 ,(1995) , 10.1097/00004728-199501000-00022
Stephen C. Strother, Jon R. Anderson, Xiao-Liang Xu, Jeih-San Liow, David C. Bonar, David A. Rottenberg, Quantitative comparisons of image registration techniques based on high-resolution MRI of the brain. Journal of Computer Assisted Tomography. ,vol. 18, pp. 954- 962 ,(1994) , 10.1097/00004728-199411000-00021
Joseph V. Hajnal, Nadeem Saeed, Elaine J. Soar, Angela Oatridge, Ian R. Young, Graeme M. Bydder, A registration and interpolation procedure for subvoxel matching of serially acquired MR images. Journal of Computer Assisted Tomography. ,vol. 19, pp. 289- 296 ,(1995) , 10.1097/00004728-199503000-00022